Duncan Fyfe Gillies

According to our database1, Duncan Fyfe Gillies authored at least 67 papers between 1980 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
Translational Motion Compensation for Soft Tissue Velocity Images.
CoRR, 2018

Near Real-time Hippocampus Segmentation Using Patch-based Canonical Neural Network.
CoRR, 2018

Learning Multiple Categories on Deep Convolution Networks.
CoRR, 2018

Batch Normalization and the impact of batch structure on the behavior of deep convolution networks.
CoRR, 2018

2017
Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements.
CoRR, 2017

2016
Overfitting in linear feature extraction for classification of high-dimensional image data.
Pattern Recognit., 2016

Automatic derivation of design schemata and subsequent generation of designs.
AI EDAM, 2016

High-throughput mouse phenotyping using non-rigid registration and robust principal component analysis.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Patch forest: a hybrid framework of random forest and patch-based segmentation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Non-rigid registration and robust principal component analysis with variation priors: A high-throughput mouse phenotyping approach.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Priori-driven dimensions of face-space: experiments incorporating eye-tracking information.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016

2015
A Review of Feature Selection and Feature Extraction Methods Applied on Microarray Data.
Adv. Bioinformatics, 2015

Evolving Diverse Design Populations Using Fitness Sharing and Random Forest Based Fitness Approximation.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2015

A Photo-Realistic Generator of Most Expressive and Discriminant Changes in 2D Face Images.
Proceedings of the Sixth International Conference on Emerging Security Technologies, 2015

2014
Intensity normalisation for large-scale fMRI brain decoding.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Unsupervised metrics of brain region significance for event-related fMRI intersession experiments.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Improving brain decoding through constrained and parametrized temporal smoothing.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
An Estimate of Mutual Information that Permits Closed-Form Optimisation.
Entropy, 2013

2012
Towards Identification and Characterisation of Selective fMRI Feature Sets Using Independent Component Analysis.
Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012

On the Creation of Generic fMRI Feature Networks Using 3-D Moment Invariants.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

A Priori-Driven PCA.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2010
Probabilistic Approaches to Estimating the Quality of Information in Military Sensor Networks.
Comput. J., 2010

2009
A Multi-linear Discriminant Analysis of 2D Frontal Face Images.
Proceedings of the SIBGRAPI 2009, 2009

Toward efficient quality of information estimation in simultaneous acoustic tracking and classification of multiple targets.
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
Semi Supervised Spectral Clustering for Regulatory Module Discovery.
Proceedings of the Data Integration in the Life Sciences, 5th International Workshop, 2008

2007
Multivariate Statistical Differences of MRI Samples of the Human Brain.
Journal of Mathematical Imaging and Vision, 2007

A multivariate statistical analysis of the developing human brain in preterm infants.
Image Vis. Comput., 2007

An interactive simulation system for training and treatment planning in orthodontics.
Comput. Graph., 2007

Effect of microarray data heterogeneity on regulatory gene module discovery.
BMC Systems Biology, 2007

Analysis of 3D Face Reconstruction.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

3D facial expression analysis and deformation.
Proceedings of the 4th Symposium on Applied Perception in Graphics and Visualization, 2007

2006
A maximum uncertainty LDA-based approach for limited sample size problems - with application to face recognition.
J. Braz. Comp. Soc., 2006

Extracting Discriminative Information from Medical Images: A Multivariate Linear Approach.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

A Statistical Discriminant Model for Face Interpretation and Reconstruction.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

A whole brain morphometric analysis of changes associated with pre-term birth.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

2005
A Maximum Uncertainty LDA-Based Approach for Limited Sample Size Problems : With Application to Face Recognition.
Proceedings of the 18th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2005), 2005

2004
A new covariance estimate for Bayesian classifiers in biometric recognition.
IEEE Trans. Circuits Syst. Video Techn., 2004

Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003
Using mixture covariance matrices to improve face and facial expression recognitions.
Pattern Recognit. Lett., 2003

Interpretation of Hidden Node Methodology in Automated Classification of Neural Cell Morphology.
Proceedings of the International Conference on Mathematics and Engineering Techniques in Medicine and Biological Scienes, 2003

A New Fisher-Based Method Applied to Face Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
Using Bayesian Networks with Hidden Nodes to Recognise Neural Cell Morphology.
Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

A New Measure for the Accuracy of a Bayesian Network.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

Navigation Advice from pq-Histograms.
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002

The pq-Histogram as a Navigation Clue.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002

A New Quadratic Classifier Applied to Biometric Recognition.
Proceedings of the Biometric Authentication, 2002

2001
Realistic Deformable Models for Simulating the Tongue during Laryngoscopy.
Proceedings of the Medical Imaging and Augmented Reality: First International Workshop, 2001

Vortex Segmentation from Cardiac MR 2D Velocity Images Using Region Growing about Vortex Centres.
Proceedings of the Medical Imaging and Augmented Reality: First International Workshop, 2001

1998
Modelling and simulation of the tongue during laryngoscopy.
Comput. Networks, 1998

Probabilistic reasoning and multiple-expert methodology for correlated objective data.
AI in Engineering, 1998

A New Approach to Learning Bayesian Network Classifiers from Data: Using Observed Statistical Frequencies.
Proceedings of the Artificial Intelligence: Methodology, 1998

1997
Deformable models for laparoscopic surgery simulation.
Computer Networks and ISBN Systems, 1997

Choice of error cost function for training unobservable nodes in Bayesian networks.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1997

1996
Vision based navigation system for an endoscope.
Image Vis. Comput., 1996

Using Hidden Nodes in Bayesian Networks.
Artif. Intell., 1996

1995
Determination of an autonomous vehicle's position by matching the road curvature.
Proceedings of the Mobile Robots X, Philadephia, PA, USA, October 23, 1995, Proceedings, 1995

Estimating the initial values of unobservable variables in visual probabilistic networks.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

1994
Probabilistic reasoning in high-level vision.
Image Vis. Comput., 1994

1993
Objective Probabilities in Expert Systems.
Artif. Intell., 1993

1992
Extracting contours by perceptual grouping.
Image Vis. Comput., 1992

Realistic Generation and Real Time Animation of Images of the Human Colon.
Comput. Graph. Forum, 1992

Expressing Relational and Temporal Knowledge in Visual Probabilistic Networks.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991
Handling Uncertainty in Knowledge-Based Computer Vision.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1991

1990
Knowledge-based Assistant for Colonscopy.
Proceedings of the Third International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 1990, July 15-18, 1990, The Mills House Hotel, Charleston, SC, USA, 1990

1989
Interactive computer graphics - functional, procedural and device-level methods.
International computer science series, Addison-Wesley, ISBN: 978-0-201-17439-7, 1989

1980
Synthesis and Structural Analysis of Abstract Programs.
Comput. J., 1980


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